| 2021 | A combined rule-based and machine learning approach for automated GDPR compliance checking. Rajaa El Hamdani, Majd Mustapha, David Restrepo Amariles, Aurore Clément Troussel, Sébastien Meeùs, Katsiaryna Krasnashchok |
| 2021 | A dataset for evaluating legal question answering on private international law. Francesco Sovrano, Monica Palmirani, Biagio Distefano, Salvatore Sapienza, Fabio Vitali |
| 2021 | A dynamic model for balancing values. Juliano Maranhão, Edelcio Gonçalves de Souza, Giovanni Sartor |
| 2021 | A simple mathematical model for the legal concept of balancing of interests. Frederike Zufall, Rampei Kimura, Linyu Peng |
| 2021 | AI systems and product liability. Georg Borges |
| 2021 | Anonymization of german legal court rulings. Ingo Glaser, Tom Schamberger, Florian Matthes |
| 2021 | Applying decision tree analysis to family court decisions: factors determining child custody in Taiwan. Sieh-Chuen Huang, Hsuan-Lei Shao, Robert B. Leflar |
| 2021 | Automatic extraction of amendments from polish statutory law. Aleksander Smywinski-Pohl, Mateusz Piech, Zbigniew Kaleta, Krzysztof Wróbel |
| 2021 | BERT-based ensemble methods with data augmentation for legal textual entailment in COLIEE statute law task. Masaharu Yoshioka, Yasuhiro Aoki, Youta Suzuki |
| 2021 | Case-level prediction of motion outcomes in civil litigation. Devin J. McConnell, James Zhu, Sachin S. Pandya, Derek Aguiar |
| 2021 | Constraint answer set programming as a tool to improve legislative drafting: a rules as code experiment. Jason Morris |
| 2021 | Context-aware legal citation recommendation using deep learning. Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair |
| 2021 | Converting copyright legislation into machine-executable code: interpretation, coding validation and legal alignment. Alice Witt, Anna Huggins, Guido Governatori, Joshua Buckley |
| 2021 | CriminelBART: a French Canadian legal language model specialized in criminal law. Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel |
| 2021 | Discovering the rationale of decisions: towards a method for aligning learning and reasoning. Cor Steging, Silja Renooij, Bart Verheij |
| 2021 | Enhancing a recidivism prediction tool with machine learning: effectiveness and algorithmic fairness. Marzieh Karimi-Haghighi, Carlos Castillo |
| 2021 | Evaluating document representations for content-based legal literature recommendations. Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm |
| 2021 | Explainable artificial intelligence, lawyer's perspective. Lukasz Górski, Shashishekar Ramakrishna |
| 2021 | From data to information: automating data science to explore the U.S. court system. Andrew Paley, Andong L. Li Zhao, Harper Pack, Sergio Servantez, Rachel F. Adler, Marko Sterbentz, Adam R. Pah, David L. Schwartz, Cameron Barrie, Alexander Einarsson, Kristian J. Hammond |
| 2021 | Hardness of case-based decisions: a formal theory. Heng Zheng, Davide Grossi, Bart Verheij |
| 2021 | ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21 - 25, 2021 Juliano Maranhão, Adam Zachary Wyner |
| 2021 | Incorporating domain knowledge for extractive summarization of legal case documents. Paheli Bhattacharya, Soham Poddar, Koustav Rudra, Kripabandhu Ghosh, Saptarshi Ghosh |
| 2021 | Interactive system for arranging issues based on PROLEG in civil litigation. Ken Satoh, Kazuko Takahashi, Tatsuki Kawasaki |
| 2021 | Labels distribution matters in performance achieved in legal judgment prediction tasks. Olivier Salaün, Philippe Langlais, Karim Benyekhlef |
| 2021 | Legal norm retrieval with variations of the bert model combined with TF-IDF vectorization. Sabine Wehnert, Viju Sudhi, Shipra Dureja, Libin Kutty, Saijal Shahania, Ernesto William De Luca |
| 2021 | Lex Rosetta: transfer of predictive models across languages, jurisdictions, and legal domains. Jaromír Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Aurore Clément Troussel, Michal Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harasta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson |
| 2021 | Live demonstration of a working collaborative enegotiation system (smartsettle infinity). Ernest Thiessen, Graham Ross |
| 2021 | Making intelligent online dispute resolution tools available to self-represented litigants in the public justice system: towards and ethical use of the ai technology in the administration of justice. Fernando Esteban de la Rosa, John Zeleznikow |
| 2021 | Modelling legal procedures. Antonino Rotolo, Clara Smith |
| 2021 | On semantics-based minimal revision for legal reasoning. Wachara Fungwacharakorn, Kanae Tsushima, Ken Satoh |
| 2021 | On the relevance of algorithmic decision predictors for judicial decision making. Floris Bex, Henry Prakken |
| 2021 | Pathways to legal dynamics in robotics. Antonino Rotolo, Luciano H. Tamargo, Diego C. Martínez |
| 2021 | Plum2Text: a french Nicolas Garneau, Eve Gaumond, Luc Lamontagne, Pierre-Luc Déziel |
| 2021 | Practical tools from formal models: the ECHR as a case study. Katie Atkinson, Joe Collenette, Trevor J. M. Bench-Capon, Kanstantsin Dzehtsiarou |
| 2021 | Precedential constraint: the role of issues. Trevor J. M. Bench-Capon, Katie Atkinson |
| 2021 | Predicting legal proceedings status: approaches based on sequential text data. Felipe Maia Polo, Itamar Ciochetti, Emerson Bertolo |
| 2021 | Prediction of monetary penalties for data protection cases in multiple languages. Aaron Ceross, Tingting Zhu |
| 2021 | Process mining-enabled jurimetrics: analysis of a Brazilian court's judicial performance in the business law processing. Adriana Jacoto Unger, José Francisco dos Santos Neto, Marcelo Fantinato, Sarajane Marques Peres, Julio Trecenti, Renata Hirota |
| 2021 | Regulating artificial intelligence: a technology regulator's perspective. Joshua Ellul, Gordon J. Pace, Stephen McCarthy, Trevor Sammut, Juanita Brockdorff, Matthew Scerri |
| 2021 | Sentence classification for contract law cases: a natural language processing approach. Jonathan R. Mok, Wai Yin Mok, Rachel V. Mok |
| 2021 | Structural text segmentation of legal documents. Dennis Aumiller, Satya Almasian, Sebastian Lackner, Michael Gertz |
| 2021 | The burden of persuasion in structured argumentation. Roberta Calegari, Régis Riveret, Giovanni Sartor |
| 2021 | To tune or not to tune?: zero-shot models for legal case entailment. Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, Rodrigo Nogueira |
| 2021 | Toward summarizing case decisions via extracting argument issues, reasons, and conclusions. Huihui Xu, Jaromír Savelka, Kevin D. Ashley |
| 2021 | Towards compliance checking in reified I/O logic via SHACL. Livio Robaldo |
| 2021 | Unravel legal references in defeasible deontic logic. Guido Governatori, Francesco Olivieri |
| 2021 | Using transformers to improve answer retrieval for legal questions. Andrew Vold, Jack G. Conrad |
| 2021 | When does pretraining help?: assessing self-supervised learning for law and the CaseHOLD dataset of 53, 000+ legal holdings. Lucia Zheng, Neel Guha, Brandon R. Anderson, Peter Henderson, Daniel E. Ho |